Research Article

Vibration Images-Driven Fault Diagnosis Based on CNN and Transfer Learning of Rolling Bearing under Strong Noise

Table 9

Evaluation data of test results.

Sample categoriesAccuracy (%)Average precision (%)Average recall rate (%)Average F1-score (%)

EP98.7598.7598.7598.50
IMFA93.7594.2593.7594.00
SPCI99.1999.2599.2599.00
GTM96.6796.7596.7596.50